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020 _a9783540447191
_9978-3-540-44719-1
024 7 _a10.1007/3-540-44719-9
_2doi
050 4 _aQA402.5-402.6
072 7 _aPBU
_2bicssc
072 7 _aMAT042000
_2bisacsh
072 7 _aPBU
_2thema
082 0 4 _a519.6
_223
245 1 0 _aEvolutionary Multi-Criterion Optimization
_h[electronic resource] :
_bFirst International Conference, EMO 2001, Zurich, Switzerland, March 7-9, 2001 Proceedings /
_cedited by Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele, Carlos Coello Coello, David Corne.
250 _a1st ed. 2001.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2001.
300 _aXIII, 714 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v1993
505 0 _aTutorials -- Some Methods for Nonlinear Multi-objective Optimization -- A Short Tutorial on Evolutionary Multiobjective Optimization -- Invited Talks -- An Overview in Graphs of Multiple Objective Programming -- Poor-Definition, Uncertainty, and Human Factors - Satisfying Multiple Objectives in Real-World Decision-Making Environments -- Algorithm Improvements -- Controlled Elitist Non-dominated Sorting Genetic Algorithms for Better Convergence -- Specification of Genetic Search Directions in Cellular Multi-objective Genetic Algorithms -- Adapting Weighted Aggregation for Multiobjective Evolution Strategies -- Incrementing Multi-objective Evolutionary Algorithms: Performance Studies and Comparisons -- A Micro-Genetic Algorithm for Multiobjective Optimization -- Evolutionary Algorithms for Multicriteria Optimization with Selecting a Representative Subset of Pareto Optimal Solutions -- Multi-objective Optimisation Based on Relation Favour -- Performance Assessment and Comparison -- Comparison of Evolutionary and Deterministic Multiobjective Algorithms for Dose Optimization in Brachytherapy -- On The Effects of Archiving, Elitism, and Density Based Selection in Evolutionary Multi-objective Optimization -- Global Multiobjective Optimization with Evolutionary Algorithms: Selection Mechanisms and Mutation Control -- Inferential Performance Assessment of Stochastic Optimisers and the Attainment Function -- A Statistical Comparison of Multiobjective Evolutionary Algorithms Including the MOMGA-II -- Performance of Multiple Objective Evolutionary Algorithms on a Distribution System Design Problem - Computational Experiment -- Constraint Handling and Problem Decomposition -- An Infeasibility Objective for Use in Constrained Pareto Optimization -- Reducing Local Optima in Single-Objective Problems by Multi-objectivization -- Constrained Test Problems for Multi-objective Evolutionary Optimization -- Constraint Method-Based Evolutionary Algorithm (CMEA) for Multiobjective Optimization -- Uncertainty and Noise -- Pareto-Front Exploration with Uncertain Objectives -- Evolutionary Multi-objective Ranking with Uncertainty and Noise -- Hybrid and Alternative Methods -- Tabu-Based Exploratory Evolutionary Algorithm for Effective Multi-objective Optimization -- Bi-Criterion Optimization with Multi Colony Ant Algorithms -- Multicriteria Evolutionary Algorithm with Tabu Search for Task Assignment -- A Hybrid Multi-objective Evolutionary Approach to Engineering Shape Design -- Fuzzy Evolutionary Hybrid Metaheuristic for Network Topology Design -- A Hybrid Evolutionary Approach for Multicriteria Optimization Problems: Application to the Flow Shop -- The Supported Solutions Used as a Genetic Information in a Population Heuristic -- Scheduling -- Multi-objective Flow-Shop: Preliminary Results -- Pareto-Optimal Solutions for Multi-objective Production Scheduling Problems -- Comparison of Multiple Objective Genetic Algorithms for Parallel Machine Scheduling Problems -- Applications -- A Bi-Criterion Approach for the Airlines Crew Rostering Problem -- Halftone Image Generation with Improved Multiobjective Genetic Algorithm -- Microchannel Optimization Using Multiobjective Evolution Strategies -- Multi-objective Optimisation of Cancer Chemotherapy Using Evolutionary Algorithms -- Application of Multi Objective Evolutionary Algorithms to Analogue Filter Tuning -- Multiobjective Design Optimization of Real-Life Devices in Electrical Engineering: A Cost-Effective Evolutionary Approach -- Application of Multiobjective Evolutionary Algorithms for Dose Optimization Problems in Brachytherapy -- Multiobjective Optimization in Linguistic Rule Extraction from Numerical Data -- Determining the Color-Efficiency Pareto Optimal Surface for Filtered Light Sources -- Multi-objective Design Space Exploration of Road Trains with Evolutionary Algorithms -- Multiobjective Optimization of Mixed Variable Design Problems -- Aerodynamic Shape Optimization of Supersonic Wings by Adaptive Range Multiobjective Genetic Algorithms -- Accurate, Transparent, and Compact Fuzzy Models for Function Approximation and Dynamic Modeling through Multi-objective Evolutionary Optimization -- Multi-objective Evolutionary Design of Fuzzy Autopilot Controller -- The Niched Pareto Genetic Algorithm 2 Applied to the Design of Groundwater Remediation Systems -- MOLeCS: Using Multiobjective Evolutionary Algorithms for Learning.
520 _aThis book constitutes the refereed proceedings of the First International Conference on Multi-Criterion Optimization, EMO 2001, held in Zurich, Switzerland in March 2001. The 45 revised full papers presented were carefully reviewed and selected from a total of 87 submissions. Also included are two tutorial surveys and two invited papers. The book is organized in topical sections on algorithm improvements, performance assessment and comparison, constraint handling and problem decomposition, uncertainty and noise, hybrid and alternative methods, scheduling, and applications of multi-objective optimization in a variety of fields.
650 0 _aMathematical optimization.
650 0 _aSoftware engineering.
650 0 _aComputer science.
650 0 _aAlgorithms.
650 0 _aComputer science
_xMathematics.
650 0 _aDiscrete mathematics.
650 0 _aArtificial intelligence.
650 1 4 _aOptimization.
650 2 4 _aSoftware Engineering.
650 2 4 _aTheory of Computation.
650 2 4 _aAlgorithms.
650 2 4 _aDiscrete Mathematics in Computer Science.
650 2 4 _aArtificial Intelligence.
700 1 _aZitzler, Eckart.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aDeb, Kalyanmoy.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aThiele, Lothar.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aCoello Coello, Carlos.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aCorne, David.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783540417453
776 0 8 _iPrinted edition:
_z9783662188675
830 0 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v1993
856 4 0 _uhttps://doi.org/10.1007/3-540-44719-9
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